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Applied Mathematics and Nonlinear Sciences
Volume 10 (2025): Issue 1 (January 2025)
Open Access
Deep Learning Based Fault Detection and Diagnosis Method for Power Systems
Gaoyu Lin
Gaoyu Lin
College of Electrical Engineering and Automation, Fuzhou University
Fuzhou, China
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Lin, Gaoyu
,
Huaxiang Zhang
Huaxiang Zhang
College of Electrical Engineering and Automation, Fuzhou University
Fuzhou, China
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Zhang, Huaxiang
,
Liangyu Chen
Liangyu Chen
College of Transportation and Civil Engineering of Fujian Agricultural and Forestry University
Fuzhou, China
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Chen, Liangyu
and
Xinyu Chen
Xinyu Chen
College of Physical and Information Engineering, Fuzhou University
Fuzhou, China
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Chen, Xinyu
Mar 17, 2025
Applied Mathematics and Nonlinear Sciences
Volume 10 (2025): Issue 1 (January 2025)
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Published Online:
Mar 17, 2025
Received:
Oct 11, 2024
Accepted:
Jan 29, 2025
DOI:
https://doi.org/10.2478/amns-2025-0200
Keywords
Deep learning
,
CNN-Attention-LSTM model
,
Power system
,
Fault diagnosis
© 2025 Gaoyu Lin et al., published by Sciendo
This work is licensed under the Creative Commons Attribution 4.0 International License.
